If you have a very big list, the solutions using .index will not be very efficient as the first list will be index'd for each entry in the second list. This will take O(n^2) time.
Instead, you can construct a sort mapping:
order = {v:i for i,v in enumerate(a)}
c = sorted(b, key=lambda x: order[x[0]])
